DEVELOPMENT... OpenML
Run
80861

Run 80861

Task 3856 (Supervised Classification) kdd_ipums_la_97-small Uploaded 02-12-2014 by Felicia West
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Flow

weka.Bagging_REPTree(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(3)_I20
weka.Bagging_REPTree(3)_P100
weka.Bagging_REPTree(3)_S1
weka.Bagging_REPTree(3)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(3)_num-slots1
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_V0.001

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9772
Per class
Build CPU time
3.8513
Build memory
891859556.9842
F measure
0.9619
Per class
Kappa
0.9191
KB relative information score
6108.2299
Mean absolute error
0.0654
Mean prior absolute error
0.466
Number of instances
7019
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9648
Per class
Predictive accuracy
0.9615
Prior entropy
0.9504
Recall
0.9615
Per class
Relative absolute error
0.1404
Root mean prior squared error
0.4827
Root mean squared error
0.1869
Root relative squared error
0.3872
SciMark benchmark
943.4766